{"id":21131217,"url":"https://github.com/derak-isaack/eabl-rag-application","last_synced_at":"2026-04-13T16:01:19.965Z","repository":{"id":241399205,"uuid":"806736701","full_name":"derak-isaack/EABL-RAG-Application","owner":"derak-isaack","description":"Retrieval Application for EABL 2023 financial report","archived":false,"fork":false,"pushed_at":"2024-05-28T00:44:58.000Z","size":29417,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-14T12:22:23.548Z","etag":null,"topics":["langchain-python","openai","rag","streamlit"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/derak-isaack.png","metadata":{"files":{"readme":"Readme.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-05-27T19:45:48.000Z","updated_at":"2024-05-28T00:45:01.000Z","dependencies_parsed_at":"2024-05-28T06:24:57.862Z","dependency_job_id":null,"html_url":"https://github.com/derak-isaack/EABL-RAG-Application","commit_stats":null,"previous_names":["derak-isaack/eabl-rag-application"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/derak-isaack/EABL-RAG-Application","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/derak-isaack%2FEABL-RAG-Application","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/derak-isaack%2FEABL-RAG-Application/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/derak-isaack%2FEABL-RAG-Application/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/derak-isaack%2FEABL-RAG-Application/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/derak-isaack","download_url":"https://codeload.github.com/derak-isaack/EABL-RAG-Application/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/derak-isaack%2FEABL-RAG-Application/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31759540,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-13T15:25:13.801Z","status":"ssl_error","status_checked_at":"2026-04-13T15:25:09.162Z","response_time":93,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["langchain-python","openai","rag","streamlit"],"created_at":"2024-11-20T05:51:38.239Z","updated_at":"2026-04-13T16:01:19.947Z","avatar_url":"https://github.com/derak-isaack.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"## \u003cdiv style=\"padding: 35px;color:white;margin:10;font-size:200%;text-align:center;display:fill;border-radius:10px;overflow:hidden;background-image: url(https://images.pexels.com/photos/7078619/pexels-photo-7078619.jpeg?auto=compress\u0026cs=tinysrgb\u0026w=1260\u0026h=750\u0026dpr=1)\"\u003e\u003cb\u003e\u003cspan style='color:black'\u003e\u003cstrong\u003e EABL RAG(Retrival Augmented Graph) APPLICATION \u003c/strong\u003e\u003c/span\u003e\u003c/b\u003e \u003c/div\u003e \n\n![Python](https://img.shields.io/badge/Python-3776AB?logo=python\u0026logoColor=fff\u0026style=for-the-badge)\n![streamlit](https://img.shields.io/badge/Streamlit-FF4B4B?logo=streamlit\u0026logoColor=fff\u0026style=for-the-badge)\n![OpenAI](https://img.shields.io/badge/OpenAI-412991?logo=openai\u0026logoColor=fff\u0026style=for-the-badge)\n\n### \u003cdiv style=\"padding: 20px;color:white;margin:10;font-size:90%;text-align:left;display:fill;border-radius:10px;overflow:hidden;background-image: url(https://w0.peakpx.com/wallpaper/957/661/HD-wallpaper-white-marble-white-stone-texture-marble-stone-background-white-stone.jpg)\"\u003e\u003cb\u003e\u003cspan style='color:black'\u003e Project Overview\u003c/span\u003e\u003c/b\u003e \u003c/div\u003e\n\nRAG (Retrieval-Augmented Generation) applications enable querying of unstructured data, including PDF files, by converting them into word embeddings and then into vectors. This allows for efficient similarity searches when a user inputs a specific query. The use of API Keys is essential, regardless of the model being used.\n\n### \u003cdiv style=\"padding: 20px;color:white;margin:10;font-size:90%;text-align:left;display:fill;border-radius:10px;overflow:hidden;background-image: url(https://w0.peakpx.com/wallpaper/957/661/HD-wallpaper-white-marble-white-stone-texture-marble-stone-background-white-stone.jpg)\"\u003e\u003cb\u003e\u003cspan style='color:black'\u003e Objective\u003c/span\u003e\u003c/b\u003e \u003c/div\u003e\n\nBuild and deploy a RAG application to allow user interaction with the **`2023 EABL financial report.`**\nThe user has to use their own API KEYS which can be found [here](https://platform.openai.com/api-keys)\n\n### \u003cdiv style=\"padding: 20px;color:white;margin:10;font-size:90%;text-align:left;display:fill;border-radius:10px;overflow:hidden;background-image: url(https://w0.peakpx.com/wallpaper/957/661/HD-wallpaper-white-marble-white-stone-texture-marble-stone-background-white-stone.jpg)\"\u003e\u003cb\u003e\u003cspan style='color:black'\u003e Deployment\u003c/span\u003e\u003c/b\u003e \u003c/div\u003e\n\nThe [Streamlit](https://eabl-rag-application-lubbmb9wvwgos3jegn4xwe.streamlit.app/) application has a simple UI and only requires an `OPEN AI KEY` as the input. The data can be found in the `repo` for further understanding before running the queries. \n\nBelow is the deploymnet screenshot \n![Deployment](\u003cScreenshot (962).png\u003e)\n\nTo run the model locally, run the command `pip install requirements.txt` to install the required dependencies. \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fderak-isaack%2Feabl-rag-application","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fderak-isaack%2Feabl-rag-application","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fderak-isaack%2Feabl-rag-application/lists"}